Projects in Awesome Lists tagged with student-performance

https://github.com/RickContreras/StudentPerformancePredictionSaberPro

Modelo de clasificación para predecir el desempeño de estudiantes en las Pruebas Saber Pro en Colombia. Incluye análisis exploratorio de datos, preprocesamiento y modelos de machine learning.

classification colombia data-analysis data-science education educational-assessment exploratory-data-analysis jupyter-notebook machine-learning python saber-pro scikit-learn student-performance

Last synced: 24 Oct 2025

https://github.com/ihuzaifashoukat/student-performance-analysis

Professional Data Science project analyzing student performance factors using XGBoost, SHAP implementation, and K-Means Clustering for student segmentation.

analytics clustering data-science education machine-learning python shap student-performance visualization xgboost

Last synced: 04 Apr 2026

https://github.com/shelton-beep/predicting-gpa-using-lifestyle-factors

Predicting student GPA using lifestyle factors like study habits, sleep, and stress levels. A machine learning model built to help students and educators understand the impact of lifestyle choices on academic performance.

data-analysis data-preprocessing data-science feature-engineering gpa-prediction machine-learning model-interpretability predictive-modeling python regression-analysis student-performance xgboost

Last synced: 04 May 2026

https://github.com/mr-ndi/tibebai

Machine learning experiments on student performance prediction. Inspired by tibeb (wisdom) in Amharic, this project explores regression models to understand how study factors influence exam scores.

ai data-science education elevvo google-colab internship kaggle linear-regression machine-learning matplotlib pandas polynomial-regression prediction regression scikit-learn student-performance tibebai-wisdom

Last synced: 11 Apr 2026

https://github.com/elachaabane/educational-performance-analysis

analyse student exam performance using nonparametric statistical methods

dunn-s-test kruskal-algorithm nonparametric r spearman-correlation statistical-analysis student-performance

Last synced: 12 May 2026

https://github.com/busradeveci/student-performance-prediction

A machine learning project to predict student exam performance based on academic, social, and personal features. Built with Python and scikit-learn.

data-analysis kaggle linear-regression machine-learning predictive-modeling python scikit-learn student-performance

Last synced: 25 Apr 2025

https://github.com/himanshubhosale25/ai-insightful-quiz-analytics

This project analyzes student quiz performance data, providing visualizations and AI-generated feedback. It uses FastAPI for the backend, React for the frontend, and OpenAI LLMs to deliver personalized insights and actionable recommendations for students.

data-analysis fastapi openai-api react student-performance

Last synced: 11 Mar 2025